HCFM: Helmholtz Component Flow Matching for Time Series Anomaly Detection.

arXiv:2610.25059v1 Announce Type: cross Abstract: Flow Matching (FM) is an efficient simulation-free approach for training flow-based generative models, making it a promising foundation for scalable time-series anomaly detection (TSAD). However, standard FM le